Artificial Intelligence Modern Approach

The field of artificial intelligence is full of different books. Among them, Artificial Intelligence Modern Approach is one of the best books that are available that explains the full field of artificial intelligence.

The book Artificial Intelligence Modern Approach was written by Stuart Russell and Peter Norvig. The book has been crowned as the leading text book for the field of artificial intelligence. Currently it is reported that the book is used in thousand one hundred universities over hundred and two countries. Therefore, I personally believe that this is an outstanding achievement for a book.

The book Artificial Intelligence Modern Approach has eight parts explaining the most crucial parts of the field AI.

Part one simply introduces the field of artificial intelligence to the pupils. Since the book is designed for undergraduates, the readers need not to have any knowledge of artificial intelligence. In addition to that Artificial Intelligence Modern Approach introduces intelligence agents in the first part.

In the part two, artificial intelligence problem solving is presented. Although the part 2 maybe too early to talk about AI roblem solving, Artificial Intelligence Modern Approach does not make you confused with its content. In this part, only the high level constructs are introduced associated to AI problem solving.

Part three to part seven of Artificial Intelligence Modern Approach is about different domains of artificial intelligences. Part 3 is all about knowledge and reasoning. The first-order logic and the related problems are stressed in this section.

Planning in AI is the next part of the book. Even in the real world of artificial intelligence, not enough stress is given for artificial intelligence planning. Therefore, committing an entire part for planning is a great move as it meets the knowledge demand of the students.

Part five is entirely devoted for uncertainty related problems. Uncertain knowledge and reasoning is what is under focus in this part. In addition to that, this part introduces a great deal of knowledge about simple and complex decision making in artificial intelligence.

Since machine learning is one of the primary topics of artificial intelligence, Artificial Intelligence Modern Approach has dedicated the next part for machine learning. To give the student an generic picture about machine learning, this part of the book talks about different approaches and tools used in the fields of machine learning.

Part seven is all about robotics. I think the authors have kept the most interesting part to the end of the book, just for keeping the pupils engaged in the book. In part 8, authors have presented their conclution on AI modern approaches and the book ends there.

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Filed Under: Artificial Intelligence